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Concatenating Algebraic Codes over High-Rate Quantum LDPC Codes

quant-ph · 2026-05-21 · unverdicted · novelty 6.0

Concatenating quantum Reed-Solomon outer codes over the gross code using Galois qudits reaches teraquop regime at 10^{-3} physical noise with lower overhead than prior two-gross-code constructions.

Rethink the Role of Neural Decoders in Quantum Error Correction

quant-ph · 2026-05-12 · unverdicted · novelty 6.0

Neural decoders for surface-code QEC achieve practical microsecond FPGA latency when trained on large datasets with appropriate inductive biases and INT4 quantization, rather than relying on architectural complexity.

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